Trade ↔ Vote Correlations
When members of Congress trade stocks within 30 days of voting on related legislation, we track it. Every correlation scored 0-100 based on timing, trade size, and industry match. Correlation is not accusation — but patterns are worth watching.
How Scoring Works
Timing (0-40 pts): Trades within 3 days of a vote score highest. Before-vote bonus (+10): Trading before voting is more suspicious. Amount (0-30 pts): Larger trades score higher. Industry match (0-20 pts): If the stock's industry matches the bill topic. Score ≥70 = flagged for review.
30,204
Correlations
49
Politicians
719
Score 70+
44.3
Avg Score
Highest Average Scores
55 avg
52 avg
50.9 avg
48.5 avg
48.2 avg
47.1 avg
47 avg
46.7 avg
45.6 avg
45.4 avg
60
Stock Trade
AMKR
purchase $33K
Timing
Same day
Trade: Feb 4 → Vote: Feb 4, 2026
Trade: Feb 4 → Vote: Feb 4, 2026
Vote
On the Cloture Motion
Voted: Yes
Voted: Yes
Markwayne Mullin bought AMKR ($15,001-$50,000) 0 days after voting 'Yes' on Motion to Invoke Cloture: Megan Blair Benton to be U.S. District Judge for the Western District of M
60
Stock Trade
ATO
purchase $8K
Timing
6 days before vote
Trade: May 20 → Vote: May 14, 2025
Trade: May 20 → Vote: May 14, 2025
Vote
On the Cloture Motion
Voted: Yes
Voted: Yes
John Boozman bought ATO ($1,001-$15,000) 6 days after voting 'Yes' on Motion to Invoke Cloture: Michael Rigas to be Deputy Secretary of State for Management and Resources
60
Stock Trade
MBB
sale $8K
Timing
7 days before vote
Trade: Feb 6 → Vote: Jan 30, 2026
Trade: Feb 6 → Vote: Jan 30, 2026
Vote
On the Motion to Table
Voted: Yes
Voted: Yes
John Boozman sold MBB ($1,001-$15,000) 7 days after voting 'Yes' on Motion to Table Lee Amdt. No. 4236
60
Stock Trade
JPM
purchase $8K
Timing
6 days before vote
Trade: Jul 21 → Vote: Jul 15, 2025
Trade: Jul 21 → Vote: Jul 15, 2025
Vote
On the Nomination
Voted: No
Voted: No
Angus King bought JPM ($1,001-$15,000) 6 days after voting 'No' on Confirmation: Anthony Tata, of Florida, to be Under Secretary of Defense for Personnel and Readiness
60
Stock Trade
UBER
purchase $8K
Timing
4 days before vote
Trade: Jul 21 → Vote: Jul 17, 2025
Trade: Jul 21 → Vote: Jul 17, 2025
Vote
On the Cloture Motion
Voted: Not Voting
Voted: Not Voting
Angus King bought UBER ($1,001-$15,000) 4 days after voting 'Not Voting' on Motion to Invoke Cloture: John Hurley to be Under Secretary for Terrorism and Financial Crimes
60
Stock Trade
MRVL
purchase $8K
Timing
4 days before vote
Trade: Jul 21 → Vote: Jul 17, 2025
Trade: Jul 21 → Vote: Jul 17, 2025
Vote
On the Amendment
Voted: Yes
Voted: Yes
Angus King bought MRVL ($1,001-$15,000) 4 days after voting 'Yes' on Ossoff Amdt. No. 2896
60
Stock Trade
AMAT
purchase $33K
Timing
1 day after vote
Trade: May 13 → Vote: May 14, 2025
Trade: May 13 → Vote: May 14, 2025
Vote
On the Cloture Motion
Voted: Yes
Voted: Yes
Markwayne Mullin bought AMAT ($15,001-$50,000) 1 days before voting 'Yes' on Motion to Invoke Cloture: Eric Matthew Ueland to be Deputy Director for Management, Office of Manage
60
Stock Trade
AMKR
purchase $33K
Timing
Same day
Trade: Feb 4 → Vote: Feb 4, 2026
Trade: Feb 4 → Vote: Feb 4, 2026
Vote
On the Nomination
Voted: Yes
Voted: Yes
Markwayne Mullin bought AMKR ($15,001-$50,000) 0 days after voting 'Yes' on Confirmation: Aaron Christian Peterson, of Alaska, to be United States District Judge for the Distri
60
Stock Trade
MSFT
sale $8K
Timing
18 days before vote
Trade: Jul 18 → Vote: Jun 30, 2025
Trade: Jul 18 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: No
Voted: No
Shelley Moore Capito sold MSFT ($1,001-$15,000) 18 days after voting 'No' on Kaine Motion to Commit H.R. 1 to the Committee on Homeland Security and Governmental Affairs with In
60
Stock Trade
ATO
purchase $8K
Timing
6 days before vote
Trade: May 20 → Vote: May 14, 2025
Trade: May 20 → Vote: May 14, 2025
Vote
On the Nomination
Voted: Yes
Voted: Yes
John Boozman bought ATO ($1,001-$15,000) 6 days after voting 'Yes' on Confirmation: Katharine MacGregor, of Florida, to be Deputy Secretary of the Interior
60
Stock Trade
MBB
sale $8K
Timing
7 days before vote
Trade: Feb 6 → Vote: Jan 30, 2026
Trade: Feb 6 → Vote: Jan 30, 2026
Vote
On the Amendment
Voted: No
Voted: No
John Boozman sold MBB ($1,001-$15,000) 7 days after voting 'No' on Paul Amdt. No. 4272
60
Stock Trade
JPM
purchase $8K
Timing
6 days before vote
Trade: Jul 21 → Vote: Jul 15, 2025
Trade: Jul 21 → Vote: Jul 15, 2025
Vote
On the Cloture Motion
Voted: No
Voted: No
Angus King bought JPM ($1,001-$15,000) 6 days after voting 'No' on Motion to Invoke Cloture: Anthony Tata to be Under Secretary of Defense for Personnel and Readiness
60
Stock Trade
UBER
purchase $8K
Timing
4 days before vote
Trade: Jul 21 → Vote: Jul 17, 2025
Trade: Jul 21 → Vote: Jul 17, 2025
Vote
On the Cloture Motion
Voted: Not Voting
Voted: Not Voting
Angus King bought UBER ($1,001-$15,000) 4 days after voting 'Not Voting' on Motion to Invoke Cloture: Arielle Roth to be Assistant Secretary of Commerce for Communications and
60
Stock Trade
MRVL
purchase $8K
Timing
4 days before vote
Trade: Jul 21 → Vote: Jul 17, 2025
Trade: Jul 21 → Vote: Jul 17, 2025
Vote
On the Amendment
Voted: Yes
Voted: Yes
Angus King bought MRVL ($1,001-$15,000) 4 days after voting 'Yes' on Shaheen Amdt. No. 2898
60
Stock Trade
BRK.B
sale $175K
Timing
14 days before vote
Trade: Jan 27 → Vote: Jan 13, 2026
Trade: Jan 27 → Vote: Jan 13, 2026
Vote
On the Motion to Proceed
Voted: Yes
Voted: Yes
Tina Smith sold BRK.B ($100,001-$250,000) 14 days after voting 'Yes' on Motion to Proceed to S.J. Res. 84
60
Stock Trade
AMAT
purchase $33K
Timing
1 day after vote
Trade: May 13 → Vote: May 14, 2025
Trade: May 13 → Vote: May 14, 2025
Vote
On the Nomination
Voted: Yes
Voted: Yes
Markwayne Mullin bought AMAT ($15,001-$50,000) 1 days before voting 'Yes' on Confirmation: Emil Michael, of Florida, to be Under Secretary of Defense for Research and Engineerin
60
Stock Trade
AMKR
purchase $33K
Timing
1 day after vote
Trade: Feb 4 → Vote: Feb 5, 2026
Trade: Feb 4 → Vote: Feb 5, 2026
Vote
On the Nomination
Voted: Yes
Voted: Yes
Markwayne Mullin bought AMKR ($15,001-$50,000) 1 days before voting 'Yes' on Confirmation: Justin R. Olson, of Indiana, to be U.S. District Judge for the Southern District of In
60
Stock Trade
MSFT
sale $8K
Timing
12 days after vote
Trade: Jun 18 → Vote: Jun 30, 2025
Trade: Jun 18 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: No
Voted: No
Shelley Moore Capito sold MSFT ($1,001-$15,000) 12 days before voting 'No' on Kaine Motion to Commit H.R. 1 to the Committee on Homeland Security and Governmental Affairs with In
60
Stock Trade
ATO
purchase $8K
Timing
5 days before vote
Trade: May 20 → Vote: May 15, 2025
Trade: May 20 → Vote: May 15, 2025
Vote
On the Motion to Discharge
Voted: No
Voted: No
John Boozman bought ATO ($1,001-$15,000) 5 days after voting 'No' on Motion to Discharge S. Res. 195
60
Stock Trade
UNH
purchase $75K
Timing
5 days after vote
Trade: Feb 25 → Vote: Mar 2, 2026
Trade: Feb 25 → Vote: Mar 2, 2026
Vote
On Cloture on the Motion to Proceed
Voted: Yes
Voted: Yes
Markwayne Mullin bought UNH ($50,001-$100,000) 5 days before voting 'Yes' on Motion to Invoke Cloture: Motion to Proceed to H.R. 6644
60
Stock Trade
MBB
sale $8K
Timing
4 days before vote
Trade: Feb 6 → Vote: Feb 2, 2026
Trade: Feb 6 → Vote: Feb 2, 2026
Vote
On the Cloture Motion
Voted: Yes
Voted: Yes
John Boozman sold MBB ($1,001-$15,000) 4 days after voting 'Yes' on Motion to Invoke Cloture: David Clay Fowlkes to be United States District Judge for the Western Dist
60
Stock Trade
JPM
purchase $8K
Timing
6 days before vote
Trade: Jul 21 → Vote: Jul 15, 2025
Trade: Jul 21 → Vote: Jul 15, 2025
Vote
On the Nomination
Voted: No
Voted: No
Angus King bought JPM ($1,001-$15,000) 6 days after voting 'No' on Confirmation: Luke Pettit, of the District of Columbia, to be an Assistant Secretary of the Treasury
60
Stock Trade
UBER
purchase $8K
Timing
4 days before vote
Trade: Jul 21 → Vote: Jul 17, 2025
Trade: Jul 21 → Vote: Jul 17, 2025
Vote
On the Cloture Motion
Voted: Not Voting
Voted: Not Voting
Angus King bought UBER ($1,001-$15,000) 4 days after voting 'Not Voting' on Motion to Invoke Cloture: Bradley Hansell to be Under Secretary of Defense for Intelligence and Secu
60
Stock Trade
MRVL
purchase $8K
Timing
4 days before vote
Trade: Jul 21 → Vote: Jul 17, 2025
Trade: Jul 21 → Vote: Jul 17, 2025
Vote
On the Amendment
Voted: Yes
Voted: Yes
Angus King bought MRVL ($1,001-$15,000) 4 days after voting 'Yes' on Murkowski Amdt. No. 2865
60
Stock Trade
BRK.B
sale $175K
Timing
13 days before vote
Trade: Jan 27 → Vote: Jan 14, 2026
Trade: Jan 27 → Vote: Jan 14, 2026
Vote
On the Point of Order
Voted: No
Voted: No
Tina Smith sold BRK.B ($100,001-$250,000) 13 days after voting 'No' on Is the Point of Order Well Taken Re: To the Privilege Status of S.J. Res. 98